| Number of Variables | 24 |
|---|---|
| Number of Rows | 20594 |
| Missing Cells | 2 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 15.6 MB |
| Average Row Size in Memory | 792.7 B |
| Variable Types |
|
| Loudness is skewed | Skewed |
|---|---|
| Speechiness is skewed | Skewed |
| Acousticness is skewed | Skewed |
| Instrumentalness is skewed | Skewed |
| Liveness is skewed | Skewed |
| Duration_min is skewed | Skewed |
| Views is skewed | Skewed |
| Likes is skewed | Skewed |
| Comments is skewed | Skewed |
| Stream is skewed | Skewed |
| EnergyLiveness is skewed | Skewed |
|---|---|
| Artist has a high cardinality: 2074 distinct values | High Cardinality |
| Track has a high cardinality: 17717 distinct values | High Cardinality |
| Album has a high cardinality: 11854 distinct values | High Cardinality |
| Title has a high cardinality: 18023 distinct values | High Cardinality |
| Channel has a high cardinality: 6673 distinct values | High Cardinality |
| most_playedon has constant length 7 | Constant Length |
| Loudness has 20586 (99.96%) negatives | Negatives |
| Instrumentalness has 9319 (45.25%) zeros | Zeros |
| Comments has 1065 (5.17%) zeros | Zeros |
categorical
| Approximate Distinct Count | 2074 |
|---|---|
| Approximate Unique (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1615461 |
| Mean | 10.9881 |
|---|---|
| Standard Deviation | 4.846 |
| Median | 11 |
| Minimum | 2 |
| Maximum | 45 |
| 1st row | Gorillaz |
|---|---|
| 2nd row | Gorillaz |
| 3rd row | Gorillaz |
| 4th row | Gorillaz |
| 5th row | Gorillaz |
| Count | 203516 |
|---|---|
| Lowercase Letter | 160245 |
| Space Separator | 18410 |
| Uppercase Letter | 43271 |
| Dash Punctuation | 310 |
| Decimal Number | 919 |
categorical
| Approximate Distinct Count | 17717 |
|---|---|
| Approximate Unique (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1839673 |
| Mean | 19.5107 |
|---|---|
| Standard Deviation | 14.2397 |
| Median | 15 |
| Minimum | 1 |
| Maximum | 195 |
| 1st row | Feel Good Inc. |
|---|---|
| 2nd row | Rhinestone Eyes |
| 3rd row | New Gold (feat. Ta... |
| 4th row | On Melancholy Hill |
| 5th row | Clint Eastwood |
| Count | 320111 |
|---|---|
| Lowercase Letter | 248914 |
| Space Separator | 55870 |
| Uppercase Letter | 71197 |
| Dash Punctuation | 3024 |
| Decimal Number | 5079 |
categorical
| Approximate Distinct Count | 11854 |
|---|---|
| Approximate Unique (%) | 57.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1848058 |
| Mean | 20.4038 |
|---|---|
| Standard Deviation | 14.4793 |
| Median | 16 |
| Minimum | 1 |
| Maximum | 195 |
| 1st row | Demon Days |
|---|---|
| 2nd row | Plastic Beach |
| 3rd row | New Gold (feat. Ta... |
| 4th row | Plastic Beach |
| 5th row | Gorillaz |
| Count | 344023 |
|---|---|
| Lowercase Letter | 267714 |
| Space Separator | 51203 |
| Uppercase Letter | 76309 |
| Dash Punctuation | 917 |
| Decimal Number | 5398 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1451275 |
| Mean | 5.4708 |
|---|---|
| Standard Deviation | 1.1814 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 11 |
| 1st row | album |
|---|---|
| 2nd row | album |
| 3rd row | single |
| 4th row | album |
| 5th row | album |
| Count | 112665 |
|---|---|
| Lowercase Letter | 112665 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 898 |
|---|---|
| Approximate Unique (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.6201 |
| Minimum | 0 |
| Maximum | 0.975 |
| Zeros | 19 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.318 |
| Q1 | 0.519 |
| Median | 0.638 |
| Q3 | 0.741 |
| 95-th Percentile | 0.861 |
| Maximum | 0.975 |
| Range | 0.975 |
| IQR | 0.222 |
| Mean | 0.6201 |
|---|---|
| Standard Deviation | 0.1655 |
| Variance | 0.02739 |
| Sum | 12770.3767 |
| Skewness | -0.5571 |
| Kurtosis | 0.1514 |
| Coefficient of Variation | 0.2669 |
numerical
| Approximate Distinct Count | 1268 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.6352 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.219 |
| Q1 | 0.507 |
| Median | 0.666 |
| Q3 | 0.798 |
| 95-th Percentile | 0.929 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.291 |
| Mean | 0.6352 |
|---|---|
| Standard Deviation | 0.2143 |
| Variance | 0.04591 |
| Sum | 13080.816 |
| Skewness | -0.7175 |
| Kurtosis | 0.1438 |
| Coefficient of Variation | 0.3373 |
numerical
| Approximate Distinct Count | 9388 |
|---|---|
| Approximate Unique (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | -7.6783 |
| Minimum | -46.251 |
| Maximum | 0.92 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 20586 |
| Negatives (%) | 100.0% |
| Minimum | -46.251 |
|---|---|
| 5-th Percentile | -15.9253 |
| Q1 | -8.868 |
| Median | -6.5405 |
| Q3 | -4.935 |
| 95-th Percentile | -3.2037 |
| Maximum | 0.92 |
| Range | 47.171 |
| IQR | 3.933 |
| Mean | -7.6783 |
|---|---|
| Standard Deviation | 4.6395 |
| Variance | 21.5248 |
| Sum | -158125.956 |
| Skewness | -2.7 |
| Kurtosis | 10.7141 |
| Coefficient of Variation | -0.6042 |
numerical
| Approximate Distinct Count | 1303 |
|---|---|
| Approximate Unique (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.09673 |
| Minimum | 0 |
| Maximum | 0.964 |
| Zeros | 19 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.0278 |
| Q1 | 0.0357 |
| Median | 0.05065 |
| Q3 | 0.104 |
| 95-th Percentile | 0.324 |
| Maximum | 0.964 |
| Range | 0.964 |
| IQR | 0.0683 |
| Mean | 0.09673 |
|---|---|
| Standard Deviation | 0.1122 |
| Variance | 0.01258 |
| Sum | 1992.1204 |
| Skewness | 3.3659 |
| Kurtosis | 16.4211 |
| Coefficient of Variation | 1.1597 |
numerical
| Approximate Distinct Count | 3131 |
|---|---|
| Approximate Unique (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.2914 |
| Minimum | 0 |
| Maximum | 0.996 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.00161 |
| Q1 | 0.0452 |
| Median | 0.193 |
| Q3 | 0.4768 |
| 95-th Percentile | 0.885 |
| Maximum | 0.996 |
| Range | 0.996 |
| IQR | 0.4315 |
| Mean | 0.2914 |
|---|---|
| Standard Deviation | 0.2861 |
| Variance | 0.08186 |
| Sum | 6000.9048 |
| Skewness | 0.8839 |
| Kurtosis | -0.3791 |
| Coefficient of Variation | 0.9819 |
numerical
| Approximate Distinct Count | 4005 |
|---|---|
| Approximate Unique (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.05616 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 9319 |
| Zeros (%) | 45.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2.42e-06 |
| Q3 | 0.00047375 |
| 95-th Percentile | 0.582 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.00047375 |
| Mean | 0.05616 |
|---|---|
| Standard Deviation | 0.1936 |
| Variance | 0.03749 |
| Sum | 1156.5974 |
| Skewness | 3.7125 |
| Kurtosis | 12.6026 |
| Coefficient of Variation | 3.4476 |
numerical
| Approximate Distinct Count | 1537 |
|---|---|
| Approximate Unique (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.1937 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.0583 |
| Q1 | 0.0941 |
| Median | 0.125 |
| Q3 | 0.237 |
| 95-th Percentile | 0.574 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.1429 |
| Mean | 0.1937 |
|---|---|
| Standard Deviation | 0.1688 |
| Variance | 0.0285 |
| Sum | 3988.0956 |
| Skewness | 2.3077 |
| Kurtosis | 5.8287 |
| Coefficient of Variation | 0.8718 |
numerical
| Approximate Distinct Count | 1293 |
|---|---|
| Approximate Unique (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 0.5301 |
| Minimum | 0 |
| Maximum | 0.993 |
| Zeros | 28 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.119 |
| Q1 | 0.34 |
| Median | 0.538 |
| Q3 | 0.727 |
| 95-th Percentile | 0.921 |
| Maximum | 0.993 |
| Range | 0.993 |
| IQR | 0.387 |
| Mean | 0.5301 |
|---|---|
| Standard Deviation | 0.2455 |
| Variance | 0.06029 |
| Sum | 10916.4046 |
| Skewness | -0.1029 |
| Kurtosis | -0.9281 |
| Coefficient of Variation | 0.4632 |
numerical
| Approximate Distinct Count | 14954 |
|---|---|
| Approximate Unique (%) | 72.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 120.5626 |
| Minimum | 0 |
| Maximum | 243.372 |
| Zeros | 19 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 78.3993 |
| Q1 | 96.994 |
| Median | 119.959 |
| Q3 | 139.9235 |
| 95-th Percentile | 174.7222 |
| Maximum | 243.372 |
| Range | 243.372 |
| IQR | 42.9295 |
| Mean | 120.5626 |
|---|---|
| Standard Deviation | 29.5881 |
| Variance | 875.4553 |
| Sum | 2.4829e+06 |
| Skewness | 0.3889 |
| Kurtosis | -0.1063 |
| Coefficient of Variation | 0.2454 |
numerical
| Approximate Distinct Count | 14609 |
|---|---|
| Approximate Unique (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 3.7424 |
| Minimum | 0 |
| Maximum | 77.9343 |
| Zeros | 2 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2.2271 |
| Q1 | 2.9967 |
| Median | 3.5513 |
| Q3 | 4.2022 |
| 95-th Percentile | 5.599 |
| Maximum | 77.9343 |
| Range | 77.9343 |
| IQR | 1.2054 |
| Mean | 3.7424 |
|---|---|
| Standard Deviation | 2.0852 |
| Variance | 4.3481 |
| Sum | 77071.779 |
| Skewness | 23.3346 |
| Kurtosis | 784.6852 |
| Coefficient of Variation | 0.5572 |
categorical
| Approximate Distinct Count | 18023 |
|---|---|
| Approximate Unique (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 2615847 |
| Mean | 48.9538 |
|---|---|
| Standard Deviation | 21.0608 |
| Median | 47 |
| Minimum | 1 |
| Maximum | 188 |
| 1st row | Gorillaz - Feel Go... |
|---|---|
| 2nd row | Gorillaz - Rhinest... |
| 3rd row | Gorillaz - New Gol... |
| 4th row | Gorillaz - On Mela... |
| 5th row | Gorillaz - Clint E... |
| Count | 762400 |
|---|---|
| Lowercase Letter | 583173 |
| Space Separator | 160158 |
| Uppercase Letter | 179227 |
| Dash Punctuation | 18263 |
| Decimal Number | 8460 |
categorical
| Approximate Distinct Count | 6673 |
|---|---|
| Approximate Unique (%) | 32.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1633801 |
| Mean | 12.9505 |
|---|---|
| Standard Deviation | 5.4999 |
| Median | 13 |
| Minimum | 1 |
| Maximum | 60 |
| 1st row | Gorillaz |
|---|---|
| 2nd row | Gorillaz |
| 3rd row | Gorillaz |
| 4th row | Gorillaz |
| 5th row | Gorillaz |
| Count | 245722 |
|---|---|
| Lowercase Letter | 168568 |
| Space Separator | 14628 |
| Uppercase Letter | 77154 |
| Dash Punctuation | 1545 |
| Decimal Number | 2712 |
numerical
| Approximate Distinct Count | 19123 |
|---|---|
| Approximate Unique (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 9.2037e+07 |
| Minimum | 0 |
| Maximum | 8079649362 |
| Zeros | 470 |
| Zeros (%) | 2.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 15116.75 |
| Q1 | 1.4783e+06 |
| Median | 1.3313e+07 |
| Q3 | 6.7397e+07 |
| 95-th Percentile | 4.2747e+08 |
| Maximum | 8079649362 |
| Range | 8079649362 |
| IQR | 6.5919e+07 |
| Mean | 9.2037e+07 |
|---|---|
| Standard Deviation | 2.726e+08 |
| Variance | 7.4312e+16 |
| Sum | 1.8954e+12 |
| Skewness | 9.3073 |
| Kurtosis | 150.9859 |
| Coefficient of Variation | 2.9619 |
numerical
| Approximate Distinct Count | 17830 |
|---|---|
| Approximate Unique (%) | 86.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 647990.1538 |
| Minimum | 0 |
| Maximum | 50788652 |
| Zeros | 557 |
| Zeros (%) | 2.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 183 |
| Q1 | 17542 |
| Median | 115315.5 |
| Q3 | 500019.75 |
| 95-th Percentile | 2.9768e+06 |
| Maximum | 50788652 |
| Range | 50788652 |
| IQR | 482477.75 |
| Mean | 647990.1538 |
|---|---|
| Standard Deviation | 1.7736e+06 |
| Variance | 3.1458e+12 |
| Sum | 1.3345e+10 |
| Skewness | 8.7463 |
| Kurtosis | 137.7962 |
| Coefficient of Variation | 2.7372 |
numerical
| Approximate Distinct Count | 10429 |
|---|---|
| Approximate Unique (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 26846.7897 |
| Minimum | 0 |
| Maximum | 16083138 |
| Zeros | 1065 |
| Zeros (%) | 5.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 406 |
| Median | 3006 |
| Q3 | 13736.75 |
| 95-th Percentile | 99313.65 |
| Maximum | 16083138 |
| Range | 16083138 |
| IQR | 13330.75 |
| Mean | 26846.7897 |
|---|---|
| Standard Deviation | 191175.1051 |
| Variance | 3.6548e+10 |
| Sum | 5.5288e+08 |
| Skewness | 44.1567 |
| Kurtosis | 2923.1781 |
| Coefficient of Variation | 7.121 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1425644 |
| Mean | 4.2262 |
|---|---|
| Standard Deviation | 0.6696 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | TRUE |
|---|---|
| 2nd row | TRUE |
| 3rd row | TRUE |
| 4th row | TRUE |
| 5th row | TRUE |
| Count | 86565 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 86565 |
| Dash Punctuation | 0 |
| Decimal Number | 469 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1424069 |
| Mean | 4.1497 |
|---|---|
| Standard Deviation | 0.6329 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 5 |
| 1st row | TRUE |
|---|---|
| 2nd row | TRUE |
| 3rd row | TRUE |
| 4th row | TRUE |
| 5th row | TRUE |
| Count | 84990 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 84990 |
| Dash Punctuation | 0 |
| Decimal Number | 469 |
numerical
| Approximate Distinct Count | 18339 |
|---|---|
| Approximate Unique (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329504 |
| Mean | 1.3264e+08 |
| Minimum | 0 |
| Maximum | 3386520288 |
| Zeros | 576 |
| Zeros (%) | 2.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1.1617e+06 |
| Q1 | 1.5591e+07 |
| Median | 4.7305e+07 |
| Q3 | 1.3435e+08 |
| 95-th Percentile | 5.6962e+08 |
| Maximum | 3386520288 |
| Range | 3386520288 |
| IQR | 1.1875e+08 |
| Mean | 1.3264e+08 |
|---|---|
| Standard Deviation | 2.4236e+08 |
| Variance | 5.8738e+16 |
| Sum | 2.7317e+12 |
| Skewness | 4.1473 |
| Kurtosis | 23.561 |
| Coefficient of Variation | 1.8271 |
numerical
| Approximate Distinct Count | 17433 |
|---|---|
| Approximate Unique (%) | 84.7% |
| Missing | 2 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 329472 |
| Mean | 5.1672 |
| Minimum | 4.87e-05 |
| Maximum | 59.1139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 4.87e-05 |
|---|---|
| 5-th Percentile | 0.8993 |
| Q1 | 2.3862 |
| Median | 4.2569 |
| Q3 | 6.822 |
| 95-th Percentile | 12.5126 |
| Maximum | 59.1139 |
| Range | 59.1139 |
| IQR | 4.4358 |
| Mean | 5.1672 |
|---|---|
| Standard Deviation | 4.1174 |
| Variance | 16.9532 |
| Sum | 106403.5348 |
| Skewness | 2.692 |
| Kurtosis | 16.0036 |
| Coefficient of Variation | 0.7968 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1482768 |
| Mean | 7 |
|---|---|
| Standard Deviation | 0 |
| Median | 7 |
| Minimum | 7 |
| Maximum | 7 |
| 1st row | Spotify |
|---|---|
| 2nd row | Spotify |
| 3rd row | Spotify |
| 4th row | Spotify |
| 5th row | Youtube |
| Count | 144158 |
|---|---|
| Lowercase Letter | 123564 |
| Space Separator | 0 |
| Uppercase Letter | 20594 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |